Search Results - "Davis, Emily F"
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Transfer learning between preclinical models and human tumors identifies a conserved NK cell activation signature in anti-CTLA-4 responsive tumors
Published in Genome medicine (11-08-2021)“…Tumor response to therapy is affected by both the cell types and the cell states present in the tumor microenvironment. This is true for many cancer…”
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Evaluation of both exonic and intronic variants for effects on RNA splicing allows for accurate assessment of the effectiveness of precision therapies
Published in PLoS genetics (21-10-2020)“…Elucidating the functional consequence of molecular defects underlying genetic diseases enables appropriate design of therapeutic options. Treatment of cystic…”
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Community-wide hackathons to identify central themes in single-cell multi-omics
Published in Genome Biology (05-08-2021)“…[...]dimension reduction approaches can extract and combine latent components of global variance that are shared between data modalities [8], thereby learning…”
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Author Correction: Community-wide hackathons to identify central themes in single-cell multi-omics
Published in Genome Biology (25-08-2021)Get full text
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Residual function of cystic fibrosis mutants predicts response to small molecule CFTR modulators
Published in JCI insight (26-07-2018)“…Treatment of individuals with cystic fibrosis (CF) has been transformed by small molecule therapies that target select pathogenic variants in the CF…”
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From bench to bedside: Single-cell analysis for cancer immunotherapy
Published in Cancer cell (09-08-2021)“…Single-cell technologies are emerging as powerful tools for cancer research. These technologies characterize the molecular state of each cell within a tumor,…”
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Correlating Cystic Fibrosis Transmembrane Conductance Regulator Function with Clinical Features to Inform Precision Treatment of Cystic Fibrosis
Published in American journal of respiratory and critical care medicine (01-05-2019)“…The advent of precision treatment for cystic fibrosis using small-molecule therapeutics has created a need to estimate potential clinical improvements…”
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Integrated single-cell and bulk gene expression and ATAC-seq reveals heterogeneity and early changes in pathways associated with resistance to cetuximab in HNSCC-sensitive cell lines
Published in British journal of cancer (07-07-2020)“…Background Identifying potential resistance mechanisms while tumour cells still respond to therapy is critical to delay acquired resistance. Methods We…”
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Differential Variation Analysis Enables Detection of Tumor Heterogeneity Using Single-Cell RNA-Sequencing Data
Published in Cancer research (Chicago, Ill.) (01-10-2019)“…Tumor heterogeneity provides a complex challenge to cancer treatment and is a critical component of therapeutic response, disease recurrence, and patient…”
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Correction: Integrated single-cell and bulk gene expression and ATAC-seq reveals heterogeneity and early changes in pathways associated with resistance to cetuximab in HNSCC-sensitive cell lines
Published in British journal of cancer (01-11-2020)“…An amendment to this paper has been published and can be accessed via a link at the top of the paper…”
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Entinostat Decreases Immune Suppression to Promote Antitumor Responses in a HER2+ Breast Tumor Microenvironment
Published in Cancer immunology research (03-05-2022)“…Therapeutic combinations to alter immunosuppressive, solid tumor microenvironments (TME), such as in breast cancer, are essential to improve responses to…”
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Abstract 3413: Transfer learning identifies common cellular determinants of immune checkpoint inhibitor response between preclinical tumor models and patients
Published in Cancer research (Chicago, Ill.) (15-08-2020)“…Abstract While immune checkpoint inhibitors (ICIs) have revolutionized cancer therapy, only a small percentage of patients demonstrate therapeutic response…”
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Abstract 4697: Expression variation analysis for tumor heterogeneity in single-cell RNA-sequencing data
Published in Cancer research (Chicago, Ill.) (01-07-2019)“…Abstract Introduction: Tumor heterogeneity provides a complex challenge to cancer treatment and is a critical component of therapeutic response, disease…”
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